Category: Blog

7 Best Money Moves for 2023

7 Best Money Moves for 2023In light of our current economy, making sure your money works hard for you is one of the best things to do this year. Here are some ways you can navigate your financial situation, keep tabs on where you are, and adjust if you need to.

Shop for a higher return on savings. These days, every extra cent counts. That’s why it pays to look around for higher rates on savings accounts. Several places to check out are PNC (4.65 percent APY), Sofi (up to 4.4 percent APY), and American Express (4 percent APY). Here are a few others. Rates may increase even more with the Federal Reserve’s rate hike announcement on July 27.

Open an HSA account. When you have one of these, it will help you pay for expenses that your health insurance plan doesn’t cover. If you’re enrolled in a high-deductible insurance plan, you and possibly your employer can contribute pre-tax dollars into this account, from which you’ll use funds you’ve stocked away for qualified medical expenses. Whatever money you don’t use will roll over to the next year, unlike FSA accounts.

Consolidate debt. Why pay a bunch of different interest rates on all your credit cards? If you have debt, find one card with a very low-interest rate and do a balance transfer. Some credit cards offer 0 percent APR as an introductory rate, which will be a big savings to get a jumpstart on becoming debt-free. Here are a few good ones: Bank of America® Travel Rewards Credit Card now offers 0 percent APR for 18 months. Discover it® Cash Back offers 0 percent APR for 15 months. Find other great deals here.

Cut how much you pay on car insurance. Have you shopped around lately? We know this might seem like a pain, as it takes a lot of time, but here’s some good news, and it’s called The Zebra. This amazing site has done all the heavy lifting for you. Here, you’ll find dozens of real-time comparisons from many trusted companies.

Max out your 401K. This year, the maximum yearly contribution limit has been raised by $200 to $22,500 (up from $20,500 in 2022). Even better, if you’re over 50, you can set aside catch-up contributions of $7,500, allowing a total contribution of up to $30,000. This allowance lets older workers add as much as they can so that when they retire, they’ll be in a better financial situation.

Update your W-4. No one likes a shock when it comes to paying taxes. That’s why this is such a smart idea. And the IRS actually has a tool that can help you: The Tax Withholding Estimator. Go here to find out if your employer is taking enough money out for taxes. If you’re falling short, you’ll know. Better to learn and fix this before it’s too late.

Create a net worth statement. When you have a realistic idea of your assets and liabilities, you’ll be able to see whether or not you’re on the right track with retirement. This way, you’ll be able to set up new goals for yourself if you feel you need to.

Keeping up with your finances, while time-consuming, really pays off. If you try one (or all) of these hacks, you’ll be better off in no time.

Sources

https://www.moneytalksnews.com/slideshows/15-of-the-best-money-moves-you-can-make-in-2021/

2023 Sales Tax Holidays for Back-to-School Shopping

2023 Sales Tax Holidays for Back-to-School ShoppingNow that we are heading into the backend of summer, it’s time for many states to host their annual sales tax holidays for returning to-school shopping. Numerous states with sales tax (remember, not all states have a sales tax) provide the reprieve to help families with the cost of annual school supplies and clothing.

According to the National Retail Federation, nearly 80 percent of shoppers are expecting increased costs this year versus last year; so more than ever, consumers are looking for ways to save. Furthermore, about two-thirds of back-to-school shoppers take advantage of these tax-free shopping periods.

The vast majority of states offer some type of tax-free shopping for a limited time period, frequently taking place over a weekend. Below, we will look at each state that offers a sales tax holiday for back-to-school shoppers, along with their details. Note that several states, including Alabama, Mississippi, and Tennessee, have their programs in July – and those are excluded from this article due to the timing of publication.

State Programs

Arkansas: From Aug. 5-6, the following items are tax-free for shoppers: clothes and shoes under $100 per piece, fashion accessories $50 and less per piece, as well as electronics, art, and school supplies.

Connecticut: From Aug. 20-26, clothes and shoes priced at $100 or less per piece are tax-exempt. Fashion accessories and sports gear are fully taxable, though.

Iowa: Aug. 4-5, clothes and shoes priced at $100 or less per piece are exempt.

Maryland: From Aug. 13-19, clothes and shoes priced at $100 or less per piece are exempt.

Missouri’s back-to-school tax breaks come Aug. 4-6. Clothes that cost less than $100 per piece are exempt. Also tax exempt on a “per purchase basis” are school supplies under $50, software under $350, and PCs under $1,500.

New Jersey: From Aug. 26 to Sept. 4 all art supplies, instructional materials, school supplies, and sports equipment sold to individuals are sales tax exempt. In addition, computers priced at $3,000 or less are also tax-free.

New Mexico cuts its sales tax charges from Aug. 4-6. Included are clothes, shoes, and backpacks costing $100 or less per piece; school supplies costing $30 or less per piece; and computers costing less than $1,000.

Ohio’s back-to-school deals are during Aug. 4-6. Clothes costing $75 or less per piece; school supplies less than $20; and other instructional materials priced at $20 or less are all tax-free.

Oklahoma from August 4-6; only clothes and shoes costing $100 or less per piece are exempt.

Texas: During Aug. 11-13, clothing, footwear, school supplies, and backpacks priced below $100 per piece are exempt. The exemption applies to both brick-and-mortar sales and those made online or via catalog.

West Virginia: From Aug. 4-7, no sales tax is charged for clothing priced at $125 or less; laptops and tablets costing $500 or less; school supplies purchased for $50 or less; and also certain sports equipment costing $150 or less.

Expirations and Details

If you notice, most states have an exemption for clothes and footwear in a moderate price range. Some are more liberal with their exemptions, while others offer a tax break on a broader scope of items, such as electronics and supplies.

Keep in mind that a few states’ sales tax holidays are permanent, while others are temporary. Also, remember that certain states are very specific about what is exempt from sales tax, so visit your state’s tax revenue website for details. It’s also important to note that some states allow counties or towns to exempt themselves, so check for this provision as well.

How Businesses Can Identify and Increase Efficiency with Managerial Accounting

Managerial Accounting, What is Managerial AccountingManagerial accounting is a form of internal reporting that helps business owners and others involved in the organization’s decision-making. It looks at individual processes and products to see how they are functioning via practical data points. This is done in hopes of applying data analysis to improve the business’ operational efficiency.

It is important to keep in mind the intended audience and data structure with regard to managerial accounting versus financial accounting. While managerial accountants analyze information, it is not subject to GAAP requirements; however, financial accountants must present company information according to GAAP standards – and such information is often intended for external consumers like investors or lenders.

Measuring Inventory Levels

One way that businesses turn to managerial accounting is through scrutinizing their inventory turnover. Companies that analyze how often they have sold and replenished their inventory over a measured time period can make better decisions about their inventory cycle (production, buying new input materials, marketing, and pricing). Managerial accounting professionals help businesses identify the carrying costs of inventory. It’s expressed as follows:

Inventory Turnover = Cost of Goods Sold (COGS) / Average Value of Inventory

Higher ratios usually indicate greater company sales. Lower sales generally indicate there are problems with product or service demand.

Monitoring Outstanding Accounts Receivables

Analyzing accounts receivable can provide beneficial insights into a business’ bottom line. An accounts receivables (AR) aging report categorizes AR invoices based on how long they have been outstanding. The report can categorize how late payables are (30 days or less, 31-60 days, 61-90 days and so on). Based on the results, companies can look at historical data, along with projected sales, to figure out how much they need to allocate for uncollectable accounts. Companies also can proactively reduce credit limits, determine when it’s time to stop doing business with a customer/client, and send unpaid bills to collection.

Price Variance Considerations

When a business looks at price variance, the first step is to take the final price paid for each unit, then subtract the unit’s standard cost from the former figure. The resulting figure is multiplied by however many units were actually bought. It’s a way for managerial accountants to determine the difference, either a positive variance (increased costs above the standard price) or a negative variance (decreased costs relative to the standard price), between the cost planned and the cost at the time of purchase.  

The formula is expressed as follows:

Price Variance = (Actual Price – Standard Price) x Actual Quantity

If a business is planning to make a purchase for its next fiscal year, it may want only 5,000 widgets that cost $10 per widget. The business gets a bulk discount of $1 per widget, bringing it down to $9 per widget. However, when the time to purchase the 5,000 widgets comes along, it realizes it only needs to purchase 3,500 widgets. At the quantity of 3,500 widgets, the business won’t receive the bulk discount, reverting the cost back to $10 per widget, creating a variance of $1 per unit or widget.

Using the formula, it could be expressed as follows:

Price Variance = ($10 – $9) x 3,500 = $1 x 3,500 = $3,500. Since circumstances changed at the business between their initial planning and ultimate purchase time-frame, the price variance resulted in $3,500.

While managerial accounting has many different tools for analysis, the one common thread is that regardless of the tool used, managerial accountants help businesses find higher levels of operational efficiency.

What Actions Can Data-Breach Victims Take?

What Actions Can Data-Breach Victims Take?Over the years, millions of individuals have been affected by data breaches, where their sensitive data is accessed by unauthorized cybercriminals or publicly exposed. A data breach can result in huge financial loss if stolen data is used to compromise consumer identity, which also can affect a credit score.

Unfortunately, there is a great number of people who don’t know what to do if affected by a breach. At the same time, there are those in the know who do nothing.

What is a Data Breach?

A data breach is a cyber security incident that exposes sensitive data such as names, contact details, bank details, Social Security numbers, etc.

Data breaches are the work of criminals who aim to obtain specific data. Criminals do this through various methods, including phishing attacks, malware attacks, targeted attacks, vulnerability exploits, and loss or theft of devices. However, data breaches are also a result of technical or human errors. For example, a misconfiguration error exposed the car location data of 2 million Toyota customers in Japan and overseas for 10 years; and the work of an insider led to Tesla’s massive data breach.

Unfortunately, data breach cases keep rising. May 2023 alone saw numerous breaches from different organizations, including healthcare organizations, education institutions, the transportation department, and even tech giants.

For companies, the consequences of data breaches are reputation damage, loss of consumer trust, intellectual property theft, financial loss, and fines due to failure to conform with data protection legislation. While cyber criminals mainly target organizations, individuals also experience identity theft and financial crimes. This especially happens when stolen data is sold on the dark web or publicly published.

What action can data-breach victims take?

Unfortunately, no one is immune from a data breach. However, victims can survive a breach with less disruption. Once a data breach has occurred, the U.S. breach notification law requires businesses or governments to notify those affected immediately after its discovery.

Although companies are responsible for securing customer data in their possession, customers also have a role to play in securing their data. Essential steps to take include:

  • Being aware of any site claiming to be a data breach check site.
    Such sites could ask for personal information or ask a victim to click a link to verify their details. Hackers also take advantage of a breach and pose as the affected company to lure victims into clicking malicious links, primarily through emails. A user must, therefore, first confirm that a breach happened. This can be in the news or on the affected company’s website.
  • Change passwords for accounts exposed.
    In most cases, affected companies will notify victims of their affected accounts, and their security team will provide instructions on how to stay safe. Such instructions include changing passwords on the breached site or any other account that uses similar login credentials.
  • Set up two-factor or multi-factor authentication (2FA/MFA).
    This extra security measure will require a one-time user code to log in to an account in addition to the login and password.
  • Notify the bank.
    If financial-related data is stolen, such as credit card information, the bank must be notified immediately to freeze the cards.
  • Credit freeze.
    Cybercriminals can use stolen data to open new accounts and take loans. To avoid a ruined credit score, individuals can request a credit freeze from major credit bureaus such as Experian, Equifax, and TransUnion.
  • Monitor personal accounts for any unusual transactions.
    Although it depends on the type of data breach and exposed data, victims must look out for unauthorized transactions, including bank account transactions, medical bills, insurance claims, and tax refund claims.
  • File a report with the Federal Trade Commission (FTC).
    If criminals have already used personal data, filing an identity theft report will serve as proof to clear one’s name or dispute a fraudulent transaction.
  • Practice cyber hygiene.
    These are practices that help individuals remain safe online. Aside from account security, consumers must use up-to-date software and operating systems, antivirus software, and avoid publishing too much personal information to minimize online footprints that fraudsters can easily access, such as on social media.

It is worth noting that data breaches are not detected immediately, which means that by the time users get notified, cybercriminals already have had access to the data for some time. And as technology advances, cybercriminals are taking advantage of new technologies, such as generative AI, for phishing attacks. This means that more data breaches may continue to be witnessed.

However, users can help prevent future data breaches by using strong passwords, being cautious of phishing scams, and regularly monitoring financial accounts.

Raising the Debt Ceiling, Protecting Air Travel and Repealing the Iraq AUMF

Raising the Debt Ceiling, Protecting Air Travel and Repealing the Iraq AUMFFiscal Responsibility Act of 2023 (HR 3746) – This Act represents a compromise reached by House Republicans and President Biden. Republicans negotiated concessions in exchange for voting to raise the debt ceiling to maintain the solvency of the federal government. These concessions included universal cuts to federal spending, the suspension of student loan repayments that began during the pandemic, additional work requirements for some Supplemental Nutrition Assistance Program (SNAP) and Temporary Assistance for Needy Families (TANF) recipients, and suspending the current $31.4 trillion debt ceiling until 2025. The bill was introduced by Rep. Patrick McHenry (R-NC) on May 29. The legislation was passed in the House on May 31, in the Senate on June 1, and signed into law on June 2 – just in time to avert the global financial crisis, it would have triggered by June 5.

NOTAM Improvement Act of 2023 (HR 346) – This bill was introduced in the House by Rep. Pete Stauber (R-MN) on Jan. 12. This Act instructs the Federal Aviation Administration (FAA) to establish a federal NOTAM system (notice to air missions, as required by international or domestic law) as well as an accompanying task force. The task force is directed to evaluate existing regulations, policies, systems, and international standards relating to NOTAMs; determine best practices, and make recommendations to improve the publication and delivery of NOTAM information. This bill passed in the House on Jan. 25, passed with changes in the Senate on May 9, finalized in the House on May 22, and was signed by the president on June 3.

A bill to amend the Tariff Act of 1930 to protect personally identifiable information and for other purposes (S 758) – This bill would require the Treasury Department to remove personal traveler information, such as Social Security and passport numbers, from transportation manifests before they become accessible to the public. The bipartisan bill was introduced by Sen. Steve Daines (R-MT) on March 9 and passed in the Senate on the same day. It is presently under review in the House.

A bill to repeal the authorizations for the use of military force against Iraq (S 316) – The purpose of this bipartisan bill is to repeal a decades-old AUMF (Authorization for Use of Military Force) against Iraq. This repeal restores Congress’ constitutional responsibility to undertake the traditional process for approving the use of military force. The bill was introduced on Feb. 9 by Sen. Tim Kaine (D-VA) and was co-sponsored by 31 Democrats, 12 Republicans, and three Independents. The bill passed in the Senate on March 29 and is currently under consideration in the House.

Administrative False Claims Act of 2023 (S 659) – Introduced by Sen. Chuck Grassley (R-IA) on March 6, this bill would modify the current provisions of fraud committed against the federal government. The current maximum fraud claim is $150,000; the bill would raise that limit to $1 million, as well as enable the federal government to recoup expenses related to the investigation and prosecution of each case. The Senate passed the bill on March 30 before sending it to the House, where it awaits a vote.

New Personal Finance Provisions in the 2.0 Secure Act

2.0 Secure ActThe Continuing Appropriations Act, enacted at the end of 2022, included several provisions that impact retirement plans going forward. Specifically, the legislation enacts SECURE 2.0, an updated version of the Setting Every Community Up for Retirement Enhancement Act of 2019. The following provisions are financial planning considerations that affect individuals.

Increases Catch-up Contributions

Beginning in 2024, catch-up contributions to employer retirement plans made by employees who earn more than $145,000 a year (regularly adjusted for inflation) must be classified as after-tax Roth contributions. This is necessary for eligible plans to retain their tax-favored status.

Starting in 2025, catch-up contributions for participants ages 60 to 63 will increase from $7,500 to $10,000 per year for contributors in most qualified retirement plans. Beginning in 2026, the new catch-up contribution will be indexed to inflation.

Allows Employer Contributions to Roth 401(k)

Employers are now able to make post-tax contributions to a Roth option in an employee’s 401(k) plan. Employers also may open a Roth account option in SIMPLE, and SEP IRA plans for employees.

Expands Emergency Distributions from Retirement Accounts

Starting in 2024, there will be a new exception to the rule for early withdrawals from qualified retirement accounts. Distributions used for unforeseeable events, such as a personal or family emergency, will not be subject to the 10 percent early withdrawal penalty. However, the rule applies to only one distribution per year and only up to $1,000. The plan member has the option to repay the distribution within three years. Absent full repayment, no further emergency withdrawals may occur during those three years.

The provision also waives the withdrawal penalty on any amount for individuals certified by a physician to have a terminal illness.

Increases Age for Required Minimum Distributions (RMD)

Starting in 2023, the age that triggers required minimum distributions (and their requisite income tax liability) from qualified retirement accounts increases from 72 to 73. Starting in 2033, the trigger age raises to 75. The RMD rule apples to 401(k), 403(b) and 457(b) plans). Also, starting in 2024, Roth 401(k) accounts will no longer require RMDs.

Reduces Excise Tax on Noncompliant RMDs

If an investor is required to start taking minimum distributions and does not take out the required amount in a single year, he is subject to a tax on the amount not distributed. The tax used to be 50 percent, but starting in 2023, it was reduced to 25 percent. Moreover, if the account owner corrects the course and takes the full distribution within a certain window of time, the tax may be further reduced to only 10 percent.

Allows Emergency Savings Accounts

Starting in 2024, the legislation permits employers to offer an emergency savings account option within its retirement plan. The following provisions apply:

  • Employee contributions are made with after-tax income
  • There is an annual cap of $2,500
  • Participants may make at least one withdrawal per month
  • Up to four withdrawals per year are not subject to fees
  • Emergency savings may be held in an interest-bearing cash-equivalent account
  • Employers may match contributions, but those must be deposited to the participant’s retirement plan investment, not the emergency savings account.
  • The emergency account is portable when the participant leaves the employer and can be rolled into a Roth-defined contribution plan or IRA

Permits Employer Match for Student Loan Payments

Presently – through 2025 – employers may contribute up to $5,250 (tax-free) a year toward worker student loan payments. Starting next year, employers have the option to classify those loan payments as contributions to the company retirement plan, such as a 401(k). This allows workers with student loans the opportunity to pay down that debt with their own income and still receive an employer match toward their retirement plan – so they don’t have to choose one or the other.

6 Ways to Travel on a Budget

6 Ways to Travel on a BudgetThe thrill of summer travel is always invigorating, but the prices to get there can be a real bummer. But not to fear. We’re here with some smart tips that will help you navigate in this price jungle and have a wonderful, memory-filled getaway.

Plan Way Ahead

Even though you can sometimes find great deals at the last minute, if you can wrap your head around thinking in advance about your vacay (especially if you’re buying long-haul flights), it’ll pay off. For instance, if you’re traveling to Europe or Asia, you’ll find that buying your tickets early not only provides significant savings but also gives you a jump start on exploring other aspects of your trip, like hotels and excursions. Some helpful sites for comparing prices are Expedia, Kayak, and Priceline. Check these when planning so you can snag the best deals.

Be Flexible

Do you have to travel in July? What about August? Are the fall and December holidays out of the question? If you aren’t stuck on a certain time of year, you’ll realize some significant savings. Also, must you leave town on a Friday? What about a Tuesday or Thursday? Choosing to fly on weekdays can dramatically change the price of your ticket. Plus, flights can be less crowded.

Create a budget – and Stick To It

While this is a challenge, it’s not impossible. That’s why it’s important to think about where you want to go. For example, San Francisco and New York City might be a little on the pricey side. Another thing to consider is how long you want to be away. If you’re thinking about a two-week-long vacation, you might want to be a little stricter with how much you spend each day. That said, don’t be too strict! The whole idea of a holiday escape is to kick back and dive into the culture of a new place.

Choose a Budget-Friendly Destination

As mentioned above, choosing a vacation destination that won’t break the bank is a strategic way to cut costs. Southeast Asia and South America are great places to start. If you’ve decided you must go to Europe, you might want to stay away from the Scandinavian countries. Although they’re crazy beautiful, they have some of the highest cost of living index scores. One way to get ahead of what you might spend is to check out cost of living sites, where you’ll find current stats, estimates, and calculations of how much you might spend each day.

Don’t Overpack

While it’s probably irresistible to overpack (I want to have choices!), if you can travel light, you’ll save on bag fees big time. Even better, if you can limit what you’re taking to just a carry-on, you’ll really avoid those pesky charges, plus it’ll give you the ability to breeze on and off the plane in no time. In terms of what you bring, this also requires some forethought. While packing multiple bathing suits and shorts (if you’re going somewhere tropical) is fun, these fashionable items might be taking the place of necessary gear like a raincoat, a warm hoodie or even a sweater. So take a breath, think through your days, and get packing – judiciously, that is.

Find Free Activities

Before you head out on your adventure, let your fingers do the walking over to your favorite search engine and get going. Search “free stuff to do” (or the like) at your intended destination. You’ll find things like free museums, parks, gardens, and festivals. Then let your feet do the walking! Getting outside, weather permitting, and strolling is one of the best ways to soak in a city.

When you can stay on budget and have a fabulous time with family and friends, you’ll not only come back with amazing memories; you’ll also return without a lot of debt. And that’s a fantastic feeling that will stick with you for a good while.

Sources

https://www.worldremit.com/en/blog/migration/tips-to-travel-on-a-budget/

Increased Tax Bills Hitting Private Companies Big and Small

Increased Business Taxes 2023, New Business Taxes 2023Private companies, both large and small, are feeling the tax pinch due to changes in the law. With rampant inflation, labor shortages, lingering supply chain issues, and increased borrowing costs due to rising interest rates, tax problems are the last thing struggling companies need to face.

While tax rates themselves remain largely unchanged, business taxable income is increasing due to changes in three main deduction areas: research and experimental (R&E) capitalization; interest expense deduction calculations; and a reduction in bonus depreciation. All of these provisions were made more liberal in the Tax Cuts and Jobs Act (TCJA) of 2018 but with a wind-down over a 10-year period.

Part of the problem is that these tax law changes can increase a business’s overall tax burden even though there have been no operational changes to the business, leaving less profits than prior years, with all other factors being equal. Below, we look at each of the three tax provisions, the changes coming, and the impact on businesses.

Stricter Interest Expense Limitations

Tax code section 163(j) limits the amount of business interest expense to 30 percent of adjusted taxable income. The 30 percent limit remains unchanged, but the basis of what constitutes “taxable income” as part of the calculation is becoming tighter.

From 2018 through 2021 year-end, businesses were allowed to add back depreciation, amortization, and depletion in coming up with their adjusted taxable income that underlies the calculation. As a result, for 2022 and onward, without these add-backs, the taxable income on which the 30 percent limit is applied will be lower, resulting in smaller interest deductions.

Given that borrowing rates have gone up substantially with increases by the Federal Reserve over recent years, businesses are now hit from two sides at once. They are likely to have higher interest costs but can take less as a deduction.

Research and Experimental Capitalization

At one point, business investments in research and experimentation under the TCJA were 100 percent deductible. Starting with 2022 and after, they need to be capitalized over a five-year period (15 years for foreign R&E).

Bonus Depreciation Decreases

Under the TCJA, bonus depreciation allowed immediate expensing and deduction of qualified investments in property and equipment up through the taxable year-end of 2022. Starting with property and equipment investments placed in service in 2023, however, bonus depreciation is reduced from 100 percent down to 80 percent and decreases by an additional 20 percent each year until the taxable year 2027. From 2027 onward, there will be zero bonus depreciations available. This will not only increase taxes, but it will also put a hamper on capital investments, rippling through the economy.

Conclusion

There is already chatter about extending some of these provisions, especially regarding bonus depreciation. Optimism on changes or extensions of these tax provisions should be taken cautiously, however. Many predicted that tax bill extenders would be in place before the end of 2022, but that never came to fruition. Right now, businesses are in a wait-and-see situation, with the threat of materially higher tax bills unless Congress does something.

Delving Into Forensic Accounting

What is Forensic AccountingAccording to a 2022 Allied Market Research report, the size of the global forensic accounting market is forecast to increase in value to $11.68 billion in 2031, up from its 2021 estimated value of $5.13 billion. Allied Market Research puts this compound annual growth rate at nearly 9 percent (8.8 percent). This same report found that the Covid-19 pandemic saw an uptick in the need for forensic accounting skilled professionals and approaches.

Forensic accounting is a specialization within the general accounting profession. Professionals in this specialized subset focus on allegations of financial fraud brought by individuals and businesses in the civil courts and government agencies in the criminal courts. Disputes can range from family members contesting assets and valuations of such assets in an estate, business, or divorce proceedings. When it comes to proving criminal allegations, government agencies look to forensic accountants to investigate financial records for evidence of fraud in the quest to prove crimes such as securities fraud or identity theft.   

Forensic Accounting Methodology

According to the Journal of Accountancy and the Association of Certified Fraud Examiners (ACFE), CPAs and specifically forensic accountants can use Benford’s Law to begin the process of identifying potential fraud. Examples of data sets that forensic accountants can build and analyze come from income statements, expense reports, ledgers, balance sheets, invoice and inventory data, accounts payable, and accounts receivable. When analyzing the leading or first digit in a data set, forensic investigators can take the data set and look at how the leading digits are distributed against the percentages that Benford’s Law sets out.

According to the ACFE, in contrast to the common belief that digits occur in equal probability, Benford’s Law states that numbers starting with 1 as the first digit occurs with the highest frequency. Then each subsequent number 2 through 9 occurs with lower probability. According to Carnegie Mellon University, per Benford’s Law, 30.1 percent of a data set will be led by a 1. The digit 2 will be the first in a data set 17.6 percent of the time. For numbers 3 to 9, the likelihood of each respective number leading the data set should become less frequent.

The ACFE gives the example of a counting exercise to illustrate Benford’s Law. When counting to 25, only one of the 25 numbers would lead with a 3; seven numbers would lead with a 2; and there would be 11 leading numbers beginning with 1. Numbers generated by a computer would give equal weighted probability to 1 to 9 being the first or leading digit. If equally weighted numbers were in fact generated, the results would deviate from Benford’s Law. However, simply because Benford’s Law is not observed in the dataset analyzed, it doesn’t automatically mean fraud occurred. But it is a tool that helps forensic accountants investigate further and determine through additional means if fraud did, in fact, occur.

Similarly, the ACFE points out that if someone wants to commit a financial crime, they would generate invoices worth a lot. It would be a lot more effective for someone to pass off invoices of $800 or $900, versus smaller $100 or $200 amounts. While this would make better use of a criminal’s time, according to Benford’s Law, if a forensic accountant were to test a data set against a few hundred invoices, they might see an abnormal percentage of them with high leading numbers, prompting further investigation.

The Journal of Accountancy reminds readers that it’s important to keep in mind a few caveats. The more numbers available in the data set, the better. It can work with as few as 50 to 100 numbers, but more is always preferred. Another consideration, per the ACFE, is where the data comprising the data set originates. Using a sports analogy, if players are between 5 feet and 8 feet tall, it would make testing the data set against Benford’s Law impossible because there’s zero chance of numbers 1 through 4 and 8 or 9 showing up in a probability test. In these scenarios, Benford’s Law wouldn’t apply.

While the method for detecting financial fraud is not black and white, the need for more forensic accountants will not slow down any time soon.

Sources

https://www.acfeinsights.com/acfe-insights/2023/3/28/benfords-law-how-to-use-it-to-spot-fraudnbsp?rq=Benford

https://www.acfeinsights.com/acfe-insights/2023/3/21/benfords-law-applicationsnbsp?rq=Benford

https://www.acfeinsights.com/acfe-insights/what-is-benfords-law?rq=Benford

https://insights.sei.cmu.edu/blog/benfords-law-potential-applications-insider-threat-detection/

https://www.journalofaccountancy.com/issues/2017/apr/excel-and-benfords-law-to-detect-fraud.html

https://www.alliedmarketresearch.com/forensic-accounting-market-A17182

Upholding Human Agency in an Era of Evolving Digital Systems

AI and Human AgencyTechnology has greatly contributed to improving and streamlining everyday life. However, as technology advances, there is an increased reliance on digital tools powered by artificial intelligence and machine learning. Unfortunately, these technologies are also challenging the fundamental notion of human agency. As a result, there are rising concerns about humans losing the ability to make independent decisions.

What is Human Agency?

Human agency refers to the capacity of individuals to act intentionally and make choices that shape their lives. Although the human agency is influenced by various factors, including social, cultural, and environmental contexts, individuals should maintain the ability to exert some degree of control and influence over their lives. As far as technology is concerned, individuals must retain control and decision-making power. This calls for technologies that support humans in making informed decisions rather than controlling the decisions made.

Concerns Over the Effects of Digital Systems on Human Agency

The Pew Research Center and Elon University’s Imagining the Internet Center conducted a nonscientific canvassing to gather expert views about the future of the human agency.

The experts were specifically asked, “By 2035, will smart machines, bots, and systems powered by artificial intelligence be designed to allow humans to easily be in control of most tech-aided decision-making that is relevant to their lives?”

Of the 540 experts from different fields, 56 percent disagreed with the statement, while 44 percent agreed. Some of the main themes raised by the experts who disagreed with the statement include:

  • The agendas of commercial interests and governments will determine the future.
  • The convenience that comes with automation makes users less vigilant over technology.
  • AI technology’s complexity and rapid evolution can be overwhelming, making it difficult for users to assert their agency.

Common themes raised by participants that agreed with the statement include:

  • Humans also will evolve with technology, and there is the expectation that AI and tech companies will be regulated.
  • Expectations that businesses will protect the human agency to retain public trust and to keep ahead of the competition.
  • Technology will allow varying degrees of human agency.

Key Considerations for Upholding Human Agency

Seeing that technology will keep advancing and more automated systems will be witnessed, it’s crucial to implement ways to help uphold human agency. Some considerations include the following:

  1. Implement mechanisms that contest AI systems. An AI system is as good as the information fed to it. Therefore, it can be faulty or deliberately flawed, and there should be ways to request redress. This can be through AI policies that allow users to contest or rectify a decision made by AI systems.
  2. Empower users through systems that include meaningful choices and controls, enabling users to decide how to interact with them. For example, a system should allow users to adjust preferences, customize settings and choose the features they want. This promotes a sense of ownership and autonomy over digital experiences.
  3. Promote digital literacy and education to teach about technology capabilities and limitations. Technology users must develop critical thinking skills to exercise human agency and make informed decisions.
  4. Integrate ethical principles into technology design and deployment. This can be done by creating guiding ethical frameworks that consider the likely societal impacts and consequences of digital systems.
  5. Guarantee transparency and explainability in technologies and algorithms, providing users with accessible explanations of how decisions are made and what data is utilized. This transparency fosters trust in the technology and empowers individuals to make informed choices.
  6. Establish accountability for the design, development, and implementation of digital systems. Holding individuals and organizations accountable for the impact of their technology helps maintain human agency and promotes ethical behavior.
  7. Implement robust measures to safeguard individuals’ privacy and protect their data. This includes incorporating strong data protection mechanisms, giving users control over their personal information, and establishing clear consent mechanisms for data collection and usage, accompanied by transparent policies. Respecting privacy rights is paramount for preserving human agency in the digital realm.

Conclusion

The essence of being human lies in exercising control over the nature and quality of an individual’s life. However, technological advances such as artificial intelligence are raising concerns about this human ability. Humans are responsible for actively embracing and comprehending the possibilities and implications of living in a world where digital systems take over various tasks and processes. Instead of surrendering their agency, humans should view partnering with these digital systems as a means to supplement and strengthen their intelligence rather than surrendering it.